Neighbourhood discriminant locally linear embedding in face recognition

Proceedings - Computer Graphics, Imaging and Visualisation, Modern Techniques and Applications, CGIV

Volumn , Issue , 2008, Pages 223-228

  Han, Pang Ying ^a   Beng Jin, Andrew Teoh ^b   Kiong, Wong Eng ^a  

^a MULTIMEDIA UNIVERSITY   (Malaysia)

^b Yonsei University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER GRAPHICS; VISUALIZATION;

CLASS INFORMATION; FACIAL EXPRESSIONS; HIGH-DIMENSIONAL; LOCALLY LINEAR EMBEDDING; NEIGHBOURHOOD; NONLINEAR DIMENSION; RECONSTRUCTION ERROR; SPECIFIC CLASS;

FACE RECOGNITION;

EID: 55349133424     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CGIV.2008.63     Document Type: Conference Paper

References (18)

1. A. Hadid, O. Kouropteva, M. Pietikainen. Unsupervised Learning Using Locally Linear Embedding: Experiments with Face Pose Analysis. In Proc. the 16th International Conference on Pattern Recognition. 111-114. 2002.
2. B. Joshua, Tenenbaum, J. Langford. A Global Geometric Framework for Nonlinear Dimensionality Reduction. Science, vol. 290, no. 5500. 2319-2323. 2000.
3. C.S. Zhang, J. Wang, N.Y. Zhao, D. Zhang. Reconstruction and Analysis of Multi-pose Face Images based on Nonlinear Dimensionality Reduction. Pattern Recognition Journal 37. 325-336. 2004.
4. D. de Ridder and R.P.W. Duin. Locally Linear Embedding for Classification. Technical Report PH-2002-01, Pattern Recognition Group, Dept. of Imaging Science & Technology, Delft University of Technology, Delft, The Netherlands, 2002.
5. D. Liang, J. Yang, Z.L. Zheng, T.C. Chang. A Facial Expression Recognition System based on Supervised Locally Linear Embedding. Pattern Recognition Letters 26. 2374-2389. 2005.
6. F. Samaria and A. Harter. Parameterisation of a Stochastic Model for Human Face Identification. In Proc of 2nd IEEE Workshop on Applications of Computer Vision, Sarasota FL. 1994.
7. H. Murase and S.K. Nayar. Visual Learning and Recognition of 3-D Objects from Appearance. International Journal of Computer Vision, (14), 5-24. 1995.
8. Jian Yang, Alejandro F. Frangi, Jing-yu Yang, David Zhang, Zhong Jin. KPCA Plus LDA: A Complete Kernel Fisher Discriminant Framework for Feature Extraction and Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, no.2, 230-244. February 2005.
9. J. Wang, C.S. Zhang, Z.B. Kou. An Analytical Mapping for LLE and Its Application in Multi-pose Face Synthesis. In Proc. 14th British Machine Vision Conference. 2003.
10. Kwang In Kim; Keechul Jung; Hang Joon Kim. Face Recognition using Kernel Principal Component Analysis. Signal Processing Letters. IEEE, Volume 9, Issue 2, 40-42. Feb 2002.
11. M.H. Yang. Kernel Eigenfaces vs. Kernel Fisherfaces: Face Recognition Using Kernel Methods. In Proc. of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition. 215. 2002.
12. M. Turk, A. Pentland. Eigenfaces for recognition. J. Cognitive Neuroscience, 3(1). 71-86. 1991.
13. P.J. Phillips, P.J. Flynn, T. Scruggs, K.W. Bowyer, Jin Chang; K. Hoffman, J. Marques, Jaesik Min; W. Worek,. Overview of the Face Recognition Grand Challenge. In Proc of Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society, 947-954. 2005.
14. P.N. Belhumeur, J.P. Hespanha, D.J. Kriegman. Eigenfaces vs. Fisherfaces: Recognition using Class Specific Linear. IEEE Transactions on Pattern Analysis and Machine Intelligence. (19), 711-720, 1997.
15. R.B. Francis and I.J. Michael. Kernel Independent Component Analysis. The Journal of Machine Learning Research. Volume 3, 1-48. March 2003.
16. S. Roweis, L.K. Saul, Nonlinear Dimensionality Reduction by Locally Linear Embedding. Science, 290(5500), 2323-2326. 2000.
17. T. Martiriggiano, M. Leo, T. D'Orazio, A. Distante. Face Recognition by Kernel Independent Component Analysis. In Proc. of the 18th international conference on Innovations in Applied Artificial Intelligence, .55-58. 2005.
18. T. Sim, S. Baker, and M. Bsat. The CMU Pose, Illumination, and Expression Database. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 25, No. 12, 1615-1618. 2003.